The notice, a stark white rectangle, quivered in Amelia’s hand. She reread it: "Conversion to Condominiums." A tremor ran through her, starting in her toes and rapidly ascending. Her breath hitched. The rent increase she’d been anticipating felt like a minor inconvenience now. She clutched the paper so tightly that her knuckles whitened, the edges biting into her skin.

She immediately raced to the window, peering down at the familiar, grimy brick of the building next door. The world seemed to tilt slightly. A wave of nausea washed over her. The thought of having to move, to leave her sanctuary, her safe space, caused her stomach to churn.

Her phone began to buzz in her pocket. It was her sister. She hesitated, then answered, her voice tight and unfamiliar. “Hey… yeah, I just saw it.” She mumbled, unable to elaborate, the weight of the news pressing on her chest.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294